{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a63c0e19-3902-44ee-9b02-ba7ecfdb5268",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n",
      "Files already downloaded and verified\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "butterfly possum lamp  hamster bridge clock shrew worm  oak_tree streetcar lamp  fox   oak_tree bottle shark kangaroo table forest apple maple_tree telephone mushroom bee   road  cup   worm  cloud cockroach sweet_pepper bicycle trout tank \n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "import torchvision\n",
    "import torchvision.transforms as transforms\n",
    "from useful_tools import *\n",
    "import torch.optim as optim\n",
    "import torch.nn as nn\n",
    "from torch.nn import functional as F\n",
    "from chao_kk import *\n",
    "from torch.optim import lr_scheduler\n",
    "\n",
    "\n",
    "batch_size = 32\n",
    "trainloader, testloader, classes = get_dataLoader(batch_size)\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "def imshow(img):\n",
    "    img = img / 2 + 0.5     # unnormalize\n",
    "    npimg = img.numpy()\n",
    "    plt.imshow(np.transpose(npimg, (1, 2, 0)))\n",
    "    plt.show()\n",
    "dataiter = iter(trainloader)\n",
    "images, labels = next(dataiter)\n",
    "imshow(torchvision.utils.make_grid(images))\n",
    "print(' '.join(f'{classes[labels[j]]:5s}' for j in range(batch_size)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0a20afd9-e695-4f86-b63b-3c0806770d13",
   "metadata": {},
   "outputs": [],
   "source": [
    "def padding_size(dilation, kernel_size):\n",
    "  return dilation * (kernel_size - 1) // 2\n",
    "\n",
    "def conv3x3(in_channel, out_channel, stride, dilation = 1):\n",
    "  return nn.Conv2d(in_channel, out_channel, kernel_size = 3, stride = stride, padding = padding_size(dilation, 3), bias = False, dilation = dilation)\n",
    "\n",
    "def conv1x1(in_channel, out_channel, stride = 1, dilation = 1):\n",
    "  return nn.Conv2d(in_channel, out_channel, kernel_size = 1, stride = stride, padding = 0, bias = False, dilation = dilation)\n",
    "\n",
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8a1eb695-87a9-4d22-a3f7-b19a22baf1e3",
   "metadata": {},
   "outputs": [],
   "source": [
    "class ResBlock(nn.Module):\n",
    "  def __init__(self, in_channel, out_channel, stride, downsample = None, dilation = 1):\n",
    "    super(ResBlock, self).__init__()\n",
    "    self.conv1 = conv3x3(in_channel, out_channel, stride, dilation)\n",
    "    self.bn1 = nn.BatchNorm2d(out_channel)\n",
    "    self.conv2 = conv3x3(out_channel, out_channel, 1, dilation)\n",
    "    self.bn2 = nn.BatchNorm2d(out_channel)\n",
    "    self.relu = nn.ReLU()\n",
    "    self.downsample = downsample\n",
    "\n",
    "  def forward(self, x):\n",
    "    shortcut = x\n",
    "    x = self.conv1(x)\n",
    "    x = self.bn1(x)\n",
    "    x = self.relu(x)\n",
    "    x = self.conv2(x)\n",
    "    x = self.bn2(x)\n",
    "    if self.downsample != None:\n",
    "      shortcut = self.downsample(shortcut)\n",
    "    x += shortcut\n",
    "    x = self.relu(x)\n",
    "    return x\n",
    "\n",
    "class ResNet(nn.Module):\n",
    "  def __init__(self, classes, base_channel = 64):\n",
    "    super(ResNet, self).__init__()\n",
    "    # 老实说，我怕64、128……512通道实在是太慢了，通过base_channel来调节通道。感觉可以设置为16\n",
    "    self.base_channel = base_channel\n",
    "    self.conv1 = conv3x3(3, base_channel, 1)\n",
    "    self.bn = nn.BatchNorm2d(base_channel)\n",
    "    self.relu = nn.ReLU()\n",
    "    self.max_pool = nn.MaxPool2d(kernel_size = 2, stride = 2)\n",
    "    self.conv2_x = self.init_ResBlock(base_channel * 1, base_channel * 1, stride = 1, block_num = 2, dilation = 1)\n",
    "    self.conv3_x = self.init_ResBlock(base_channel * 1, base_channel * 2, stride = 2, block_num = 2, dilation = 1)\n",
    "    self.conv4_x = self.init_ResBlock(base_channel * 2, base_channel * 4, stride = 2, block_num = 2, dilation = 1)\n",
    "    self.conv5_x = self.init_ResBlock(base_channel * 4, base_channel * 8, stride = 2, block_num = 2, dilation = 1)\n",
    "    self.avg = nn.AvgPool2d(kernel_size = 2, stride = 2)\n",
    "    self.fc = nn.Linear(base_channel * 8 * 4, len(classes))\n",
    "\n",
    "  def forward(self, x):\n",
    "    x = self.conv1(x)\n",
    "    x = self.bn(x)\n",
    "    x = self.relu(x)\n",
    "    x = self.conv2_x(x)\n",
    "    x = self.conv3_x(x)\n",
    "    x = self.conv4_x(x)\n",
    "    x = self.conv5_x(x)\n",
    "    x = self.avg(x)\n",
    "    x = x.view(x.size(0), -1)\n",
    "    x = self.fc(x)\n",
    "    return x\n",
    "\n",
    "  def init_ResBlock(self, in_channel, out_channel, stride, block_num, dilation):\n",
    "    downsample = None #这个好东西是用来把特征图宽高缩小的\n",
    "    if stride != 1 or in_channel != out_channel:\n",
    "      # 对于3*3的padding为1的卷积核，如果stride为1的话卷完后特征图宽高是不变的。\n",
    "      # 如果stride是2的话，那么宽高会变成原来的一半。\n",
    "      # 计算：out = (in/2 - 1/2)向下取整 + 1， 也就是in/2 - 1 + 1 = in / 2\n",
    "      downsample = nn.Sequential(\n",
    "                conv3x3(in_channel, out_channel, stride=stride),\n",
    "                nn.BatchNorm2d(out_channel)\n",
    "                )\n",
    "    return nn.Sequential(*[\n",
    "        ResBlock(in_channel, out_channel, stride, downsample = downsample, dilation = dilation) if i == 0 else\n",
    "        ResBlock(out_channel, out_channel, 1, dilation = dilation)\n",
    "        for i in range(block_num)\n",
    "    ])\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1fc55884-0a41-46af-bbb8-bcc55be86d47",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cuda\n"
     ]
    }
   ],
   "source": [
    "net = ResNet(classes = classes, base_channel = 64).to(device)\n",
    "criterion = nn.CrossEntropyLoss()\n",
    "optimizer = optim.SGD(net.parameters(), lr=0.001, momentum=0.9)\n",
    "#optimizer = optim.Adam(net.parameters(), lr=0.001)\n",
    "print(device)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "01598712-6734-4930-9f2a-75286ca12563",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cuda\n"
     ]
    }
   ],
   "source": [
    "learning_rate=0.05\n",
    "momentum=0.9\n",
    "weight_decay=0.0001\n",
    "batch_size=128\n",
    "epochs=25\n",
    "data_path='./data'\n",
    "model_name='ResNet182'+'epoch='+str(epochs)\n",
    "print(device)\n",
    "criterion=nn.CrossEntropyLoss()\n",
    "optimizer = optim.SGD(net.parameters(), lr=learning_rate, momentum=momentum, weight_decay=weight_decay)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "48493633-6b18-408a-a0cd-b770da9f40b6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "epoch:0,train_loss:4.1269,train_acc:7.3720,train_top5_acc:24.4400,test_loss:3.5842,test_acc:14.5600,test_top5_acc:39.6100\n",
      "epoch:1,train_loss:3.3431,train_acc:19.0100,train_top5_acc:46.9160,test_loss:3.0440,test_acc:25.0700,test_top5_acc:54.3900\n",
      "epoch:2,train_loss:2.8037,train_acc:29.5920,train_top5_acc:60.0280,test_loss:2.6804,test_acc:32.5800,test_top5_acc:63.3800\n",
      "epoch:3,train_loss:2.3309,train_acc:39.5600,train_top5_acc:70.8560,test_loss:2.2667,test_acc:41.5000,test_top5_acc:72.1700\n",
      "epoch:4,train_loss:1.8872,train_acc:49.1540,train_top5_acc:79.4600,test_loss:2.1004,test_acc:44.5700,test_top5_acc:75.6900\n",
      "epoch:5,train_loss:1.5112,train_acc:57.8920,train_top5_acc:85.9520,test_loss:1.9628,test_acc:48.7100,test_top5_acc:78.2200\n",
      "epoch:6,train_loss:1.1378,train_acc:67.1840,train_top5_acc:91.3100,test_loss:1.9450,test_acc:50.0500,test_top5_acc:79.0300\n",
      "epoch:7,train_loss:0.7830,train_acc:76.8900,train_top5_acc:95.7120,test_loss:2.0573,test_acc:51.1000,test_top5_acc:79.6000\n",
      "epoch:8,train_loss:0.4870,train_acc:85.2180,train_top5_acc:98.5160,test_loss:2.2156,test_acc:50.1900,test_top5_acc:78.5900\n",
      "epoch:9,train_loss:0.3129,train_acc:90.4360,train_top5_acc:99.4200,test_loss:2.3266,test_acc:49.9600,test_top5_acc:78.0200\n",
      "epoch:10,train_loss:0.1985,train_acc:94.2740,train_top5_acc:99.7580,test_loss:2.3563,test_acc:50.8000,test_top5_acc:78.8900\n",
      "epoch:11,train_loss:0.1840,train_acc:94.5340,train_top5_acc:99.8620,test_loss:2.3232,test_acc:51.0500,test_top5_acc:78.6900\n",
      "epoch:12,train_loss:0.1424,train_acc:95.9420,train_top5_acc:99.8820,test_loss:2.4981,test_acc:49.8600,test_top5_acc:77.3900\n",
      "epoch:13,train_loss:0.1319,train_acc:96.2860,train_top5_acc:99.8880,test_loss:2.4667,test_acc:51.2700,test_top5_acc:78.5400\n",
      "epoch:14,train_loss:0.1353,train_acc:96.1180,train_top5_acc:99.8860,test_loss:2.5195,test_acc:49.7200,test_top5_acc:77.0000\n",
      "epoch:15,train_loss:0.1467,train_acc:95.7780,train_top5_acc:99.8920,test_loss:2.3665,test_acc:51.7400,test_top5_acc:79.3300\n",
      "epoch:16,train_loss:0.1486,train_acc:95.7220,train_top5_acc:99.8640,test_loss:2.4701,test_acc:50.8000,test_top5_acc:78.6500\n",
      "epoch:17,train_loss:0.1443,train_acc:95.7700,train_top5_acc:99.8660,test_loss:2.4848,test_acc:50.5200,test_top5_acc:77.6400\n",
      "epoch:18,train_loss:0.1400,train_acc:96.0340,train_top5_acc:99.8500,test_loss:2.5886,test_acc:49.4900,test_top5_acc:76.9400\n"
     ]
    }
   ],
   "source": [
    "train_losses, test_losses = [], []\n",
    "train_accs, test_accs = [], []\n",
    "train_top5_accs, test_top5_accs = [], []\n",
    "for epoch in range(epochs):\n",
    "    train_loss,train_acc,train_top5_acc=new_train(net,trainloader,criterion,optimizer,device)\n",
    "    test_loss,test_acc,test_top5_acc=test(net,testloader,criterion,device)\n",
    "    print('epoch:{},train_loss:{:.4f},train_acc:{:.4f},train_top5_acc:{:.4f},test_loss:{:.4f},test_acc:{:.4f},test_top5_acc:{:.4f}'.format(epoch,train_loss,train_acc,train_top5_acc,test_loss,test_acc,test_top5_acc))\n",
    "\n",
    "    train_losses.append(train_loss)\n",
    "    test_losses.append(test_loss)\n",
    "    train_accs.append(train_acc)\n",
    "    test_accs.append(test_acc)\n",
    "    train_top5_accs.append(train_top5_acc)\n",
    "    test_top5_accs.append(test_top5_acc)\n",
    "\n",
    "#画图\n",
    "torch.save(net.state_dict(), model_name+'.pth')\n",
    "plot_training_results(train_losses, train_accs, train_accs, test_losses, test_accs, test_top5_accs)\n",
    "save_log(model_name,train_accs,test_accs,train_losses,test_losses,train_top5_accs,test_top5_accs,output_dir='../train_process')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a077bce8-56bf-4831-b9a0-153fdf5ac6f1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "57d622dc-2b3c-43c0-a49c-4434c9d6ccd2",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f29a6591-d197-4116-bb90-9f46e1d25918",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5b42cfa9-4d57-40fd-8d22-928dc18efdbf",
   "metadata": {},
   "outputs": [],
   "source": [
    "def to_cpu_numpy(tensor):\n",
    "    return tensor.cpu().numpy()\n",
    "def to_cpu(list_):\n",
    "    if isinstance(list_, list):\n",
    "        return list(map(to_cpu_numpy,list_))\n",
    "    else:\n",
    "        return to_cpu_numpy(list_)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "aee71f6c-d1e2-47b1-9a2a-2846eb96134d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 35757 (\\N{CJK UNIFIED IDEOGRAPH-8BAD}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 32451 (\\N{CJK UNIFIED IDEOGRAPH-7EC3}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 39564 (\\N{CJK UNIFIED IDEOGRAPH-9A8C}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 35777 (\\N{CJK UNIFIED IDEOGRAPH-8BC1}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 25439 (\\N{CJK UNIFIED IDEOGRAPH-635F}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 22833 (\\N{CJK UNIFIED IDEOGRAPH-5931}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 26354 (\\N{CJK UNIFIED IDEOGRAPH-66F2}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 32447 (\\N{CJK UNIFIED IDEOGRAPH-7EBF}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 20934 (\\N{CJK UNIFIED IDEOGRAPH-51C6}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 30830 (\\N{CJK UNIFIED IDEOGRAPH-786E}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/数据增强/deep-learning/FuTong/chao_kk.py:48: UserWarning: Glyph 29575 (\\N{CJK UNIFIED IDEOGRAPH-7387}) missing from current font.\n",
      "  plt.tight_layout()\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 35757 (\\N{CJK UNIFIED IDEOGRAPH-8BAD}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 32451 (\\N{CJK UNIFIED IDEOGRAPH-7EC3}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 39564 (\\N{CJK UNIFIED IDEOGRAPH-9A8C}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 35777 (\\N{CJK UNIFIED IDEOGRAPH-8BC1}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 25439 (\\N{CJK UNIFIED IDEOGRAPH-635F}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 22833 (\\N{CJK UNIFIED IDEOGRAPH-5931}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 26354 (\\N{CJK UNIFIED IDEOGRAPH-66F2}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 32447 (\\N{CJK UNIFIED IDEOGRAPH-7EBF}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 20934 (\\N{CJK UNIFIED IDEOGRAPH-51C6}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 30830 (\\N{CJK UNIFIED IDEOGRAPH-786E}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "/root/miniconda3/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 29575 (\\N{CJK UNIFIED IDEOGRAPH-7387}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_training_results(train_losses, to_cpu(train_top1_accs), to_cpu(train_top5_accs), val_losses, to_cpu(val_top1_accs), to_cpu(val_top5_accs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b06a3b9d-c02f-4707-8d10-1d87a5a8a9ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pickle\n",
    "with open('baseline.pkl', 'wb') as f:\n",
    "    pickle.dump([\n",
    "        net, (train_losses, train_top1_accs, train_top5_accs, val_losses, val_top1_accs, val_top5_accs)\n",
    "    ], f)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3012910e-a28e-4def-872d-6a46d9e72b64",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1a35b13b-2d28-458b-8b67-27cd3adeaeb3",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "6515a9de-44af-4c74-8b34-8e1b7d514b86",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5612\n",
      "Accuracy for class: apple is 78.0 %\n",
      "Accuracy for class: aquarium_fish is 68.0 %\n",
      "Accuracy for class: baby  is 42.0 %\n",
      "Accuracy for class: bear  is 26.0 %\n",
      "Accuracy for class: beaver is 38.0 %\n",
      "Accuracy for class: bed   is 51.0 %\n",
      "Accuracy for class: bee   is 61.0 %\n",
      "Accuracy for class: beetle is 59.0 %\n",
      "Accuracy for class: bicycle is 69.0 %\n",
      "Accuracy for class: bottle is 67.0 %\n",
      "Accuracy for class: bowl  is 45.0 %\n",
      "Accuracy for class: boy   is 36.0 %\n",
      "Accuracy for class: bridge is 61.0 %\n",
      "Accuracy for class: bus   is 45.0 %\n",
      "Accuracy for class: butterfly is 49.0 %\n",
      "Accuracy for class: camel is 51.0 %\n",
      "Accuracy for class: can   is 55.0 %\n",
      "Accuracy for class: castle is 79.0 %\n",
      "Accuracy for class: caterpillar is 54.0 %\n",
      "Accuracy for class: cattle is 43.0 %\n",
      "Accuracy for class: chair is 80.0 %\n",
      "Accuracy for class: chimpanzee is 72.0 %\n",
      "Accuracy for class: clock is 50.0 %\n",
      "Accuracy for class: cloud is 77.0 %\n",
      "Accuracy for class: cockroach is 72.0 %\n",
      "Accuracy for class: couch is 47.0 %\n",
      "Accuracy for class: crab  is 54.0 %\n",
      "Accuracy for class: crocodile is 39.0 %\n",
      "Accuracy for class: cup   is 76.0 %\n",
      "Accuracy for class: dinosaur is 55.0 %\n",
      "Accuracy for class: dolphin is 59.0 %\n",
      "Accuracy for class: elephant is 52.0 %\n",
      "Accuracy for class: flatfish is 39.0 %\n",
      "Accuracy for class: forest is 49.0 %\n",
      "Accuracy for class: fox   is 54.0 %\n",
      "Accuracy for class: girl  is 34.0 %\n",
      "Accuracy for class: hamster is 53.0 %\n",
      "Accuracy for class: house is 56.0 %\n",
      "Accuracy for class: kangaroo is 42.0 %\n",
      "Accuracy for class: keyboard is 64.0 %\n",
      "Accuracy for class: lamp  is 48.0 %\n",
      "Accuracy for class: lawn_mower is 76.0 %\n",
      "Accuracy for class: leopard is 60.0 %\n",
      "Accuracy for class: lion  is 64.0 %\n",
      "Accuracy for class: lizard is 28.0 %\n",
      "Accuracy for class: lobster is 30.0 %\n",
      "Accuracy for class: man   is 27.0 %\n",
      "Accuracy for class: maple_tree is 56.0 %\n",
      "Accuracy for class: motorcycle is 87.0 %\n",
      "Accuracy for class: mountain is 75.0 %\n",
      "Accuracy for class: mouse is 37.0 %\n",
      "Accuracy for class: mushroom is 54.0 %\n",
      "Accuracy for class: oak_tree is 66.0 %\n",
      "Accuracy for class: orange is 86.0 %\n",
      "Accuracy for class: orchid is 69.0 %\n",
      "Accuracy for class: otter is 28.0 %\n",
      "Accuracy for class: palm_tree is 77.0 %\n",
      "Accuracy for class: pear  is 61.0 %\n",
      "Accuracy for class: pickup_truck is 64.0 %\n",
      "Accuracy for class: pine_tree is 61.0 %\n",
      "Accuracy for class: plain is 85.0 %\n",
      "Accuracy for class: plate is 61.0 %\n",
      "Accuracy for class: poppy is 64.0 %\n",
      "Accuracy for class: porcupine is 52.0 %\n",
      "Accuracy for class: possum is 36.0 %\n",
      "Accuracy for class: rabbit is 35.0 %\n",
      "Accuracy for class: raccoon is 56.0 %\n",
      "Accuracy for class: ray   is 40.0 %\n",
      "Accuracy for class: road  is 83.0 %\n",
      "Accuracy for class: rocket is 76.0 %\n",
      "Accuracy for class: rose  is 56.0 %\n",
      "Accuracy for class: sea   is 71.0 %\n",
      "Accuracy for class: seal  is 19.0 %\n",
      "Accuracy for class: shark is 48.0 %\n",
      "Accuracy for class: shrew is 43.0 %\n",
      "Accuracy for class: skunk is 71.0 %\n",
      "Accuracy for class: skyscraper is 78.0 %\n",
      "Accuracy for class: snail is 39.0 %\n",
      "Accuracy for class: snake is 52.0 %\n",
      "Accuracy for class: spider is 61.0 %\n",
      "Accuracy for class: squirrel is 29.0 %\n",
      "Accuracy for class: streetcar is 64.0 %\n",
      "Accuracy for class: sunflower is 79.0 %\n",
      "Accuracy for class: sweet_pepper is 48.0 %\n",
      "Accuracy for class: table is 48.0 %\n",
      "Accuracy for class: tank  is 70.0 %\n",
      "Accuracy for class: telephone is 62.0 %\n",
      "Accuracy for class: television is 67.0 %\n",
      "Accuracy for class: tiger is 62.0 %\n",
      "Accuracy for class: tractor is 64.0 %\n",
      "Accuracy for class: train is 61.0 %\n",
      "Accuracy for class: trout is 73.0 %\n",
      "Accuracy for class: tulip is 47.0 %\n",
      "Accuracy for class: turtle is 26.0 %\n",
      "Accuracy for class: wardrobe is 83.0 %\n",
      "Accuracy for class: whale is 62.0 %\n",
      "Accuracy for class: willow_tree is 44.0 %\n",
      "Accuracy for class: wolf  is 55.0 %\n",
      "Accuracy for class: woman is 29.0 %\n",
      "Accuracy for class: worm  is 58.0 %\n"
     ]
    }
   ],
   "source": [
    "show_all_class_acc(classes, testloader, net, device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "37015137-6e99-4720-aaa0-1146bb2f4e09",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f3e6bcd8-be18-43cf-afe4-4a35930a24cc",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
